The four-alarm fire broke out at the corner of Belanger and Normanville in Rosemont-La Petite-Patrie Sunday.
The Montreal fire department was alerted to the blaze at noon. They say a kitchen fire broke out on the third floor of the building.
Nine units of the building have been evacuated. No injuries have been reported.
The fire department is asking people to avoid the area.
